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ML Algorithm Guides Ultrasound Probe for Abdominal Scans

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Summary

USPTO published patent application US20260090786A1 for a machine learning algorithm that analyzes ultrasound images to guide operators in positioning probes for optimal abdominal scans. The system identifies anatomical structures, provides real-time positioning guidance, and tracks structural changes across multiple imaging sessions.

What changed

The patent application discloses an ML-based clinical scan guidance system for abdominal ultrasound. The system analyzes ultrasound images at sequential time points to identify predetermined anatomical structures, output area indicators corresponding to the displayed structure, and provide guidance information directing the operator to reposition the probe for better imaging. A second area indicator with time-change attributes allows recognition of structural changes between imaging sessions.

Patent applications do not impose immediate compliance obligations but establish intellectual property rights. Medical device manufacturers developing AI-assisted ultrasound equipment should review this application for freedom-to-operate considerations. Healthcare providers using or procuring AI-guided ultrasound systems may see future products based on this technology. The application (No. 19347259) was filed October 1, 2025.

Archived snapshot

Apr 2, 2026

GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.

← USPTO Patent Applications

MACHINE LEARNING BASED CLINICAL SCAN GUIDANCE ALGORITHM FOR ABDOMINAL ULTRASOUND

Application US20260090786A1 Kind: A1 Apr 02, 2026

Inventors

Hiroshi Hashimoto, Yi Hou

Abstract

A first ultrasound image of an ultrasound probe at a first time point is analyzed to identify a predetermined structure within an imaging subject and to identify a first position thereof. In addition, a first area indicator corresponding to a first area of the predetermined structure in the first ultrasound image is output. The system outputs guide information instructing the operator to move the ultrasound probe to a position where an ultrasound image can be obtained in which the predetermined structure is displayed more favorably. A second area indicator having an attribute corresponding to a second area of the predetermined structure in a second ultrasound image at a second time point is also output in a manner that allows recognition of a change over time relative to the first area indicator.

CPC Classifications

A61B 8/4245 A61B 8/463 G06T 7/70 G16H 30/40 G06T 2207/30004

Filing Date

2025-10-01

Application No.

19347259

View original document →

Named provisions

Abstract CPC Classifications

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Last updated

Classification

Agency
USPTO
Published
April 2nd, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
US20260090786A1
Docket
19347259

Who this affects

Applies to
Medical device makers Healthcare providers
Industry sector
3345 Medical Device Manufacturing 6211 Healthcare Providers
Activity scope
Medical Device Patents AI/ML Medical Imaging Technology
Geographic scope
United States US

Taxonomy

Primary area
Healthcare
Operational domain
Legal
Topics
Medical Devices Artificial Intelligence

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